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researcher

Lili Mou

92 papers hereh-index 356.9k citations97 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author10
  • middle author39
  • last author37

Across the 87 of 92 papers where every author was matched, so the position is known.

fields
  • cs.CL67
  • cs.LG17
  • cs.SE3
  • cs.AI2
  • cs.IR1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedDistilling Task-Specific Knowledge from BERT into Simple Neural Networks

335 citations · 1.7k across the 86 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

2 papers · 2 filters

cs.LG2022★ 2 cited

Teacher Forcing Recovers Reward Functions for Text Generation

Yongchang Hao, Yuxin Liu, Lili Mou

Reinforcement learning (RL) has been widely used in text generation to alleviate the exposure bias issue or to utilize non-parallel datasets. The reward function plays an important…

cs.LG2022

MBCT: Tree-Based Feature-Aware Binning for Individual Uncertainty Calibration

Siguang Huang, Yunli Wang, Lili Mou +4

Most machine learning classifiers only concern classification accuracy, while certain applications (such as medical diagnosis, meteorological forecasting, and computation advertisi…

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